Operations | Monitoring | ITSM | DevOps | Cloud

The GPU cloud conversation over the last three years has been almost entirely captured by AI. Marketing pages talk about training, inference, and foundation models. Vendor announcements focus on which NVIDIA card fits which LLM. Reference customers are AI companies. The infrastructure decisions being made in the market are shaped by AI's specific requirements - high VRAM, fast interconnect, FP8 support, continuous utilization patterns.

Your ISP tells you your connection is up 99.9% of the time. Your users tell you the MS Teams video calls keep freezing. Both can be true at once, and that gap is exactly why you need to monitor Internet uptime yourself instead of taking your provider's word for it. This article covers what Internet uptime actually means, how to calculate it, what a good internet uptime SLA looks like, and how to monitor internet uptime with your own data so you're not stuck relying on your ISP's version of events.

Teams supporting user-facing applications rely on session replays to understand user friction. But resolving an issue or improving the user experience takes more than watching a replay. Engineers, product managers, and designers first need to find the right sessions to investigate, then quickly learn what happened at the key moments. Once they’ve investigated a replay, they need to share what they found across product, design, support, and engineering so that the right teams can act.

On the morning of August 5, 2026, a major AI provider went dark for roughly seven and a half hours, and thousands of engineering teams learned in real time what an AI provider outage actually costs them. Anthropic's Claude models returned elevated error rates and failed API requests starting around 3:00 AM Eastern, and applications that quietly route user traffic through a large language model suddenly had no model to route to. Chatbots stopped answering. Summarization pipelines stalled.

Our iPhones now have the capability to take amazing, high-quality photos and videos, but they can quickly eat up your storage if you don’t know how to reduce photo size on iPhone, or how to compress a photo on iPhone. If your cloud storage runs out, you can use the methods in this article to free up the space on your phone or back up your photos on another private alternative to iCloud Photos, like Internxt Drive and Photos.

Organizations are increasingly integrating GenAI capabilities into their applications to deliver richer, more contextual user experiences—from AI-powered customer support and enterprise search to content generation, virtual assistants, and automated workflows. To build and scale these GenAI-powered experiences, they are turning to platforms such as Amazon Bedrock, which provides access to foundation models that developers can integrate into their applications.